## [1] "After population data extraction, 3 countries in master_data were not found in countries_population (and will be dropped):"
## [1] "Diamond Princess"     "MS Zaandam"           "Summer Olympics 2020"

Country Rankings

Increases

Top 20 Countries - Increase Deaths Avg Avg
Country_Region Increase_Deaths_Avg_Avg
Indonesia 1345
Brazil 824
United States 814
Russia 787
Mexico 611
Iran 571
India 473
South Africa 354
Vietnam 332
Malaysia 259
Thailand 218
Bangladesh 190
Burma 190
Philippines 187
Argentina 184
Turkey 163
Sri Lanka 161
Kazakhstan 150
Tunisia 127
Colombia 124
Top 20 Countries - Increase Weighted Deaths Avg per 1e+06 people
Country_Region Increase_Weighted_Deaths_Avg_Avg
Georgia 12.17
Fiji 11.59
Tunisia 10.83
Botswana 10.38
Eswatini 8.27
Kazakhstan 7.92
Malaysia 7.91
Sri Lanka 7.34
Cuba 7.18
Iran 6.74
South Africa 5.93
Russia 5.38
North Macedonia 5.11
Trinidad and Tobago 5.02
Indonesia 4.96
Mexico 4.85
Suriname 4.71
Namibia 4.24
Jamaica 4.20
Seychelles 4.12
Top 20 Countries - Increase Confirmed Avg Avg
Country_Region Increase_Confirmed_Avg_Avg
United States 139191
Iran 38051
India 34927
United Kingdom 29991
Brazil 29391
France 24206
Indonesia 23281
Thailand 21407
Turkey 21297
Malaysia 20923
Russia 20863
Japan 19235
Mexico 18189
Philippines 12873
Spain 12369
South Africa 11452
Vietnam 9062
Cuba 8858
Morocco 8591
Iraq 8369
Top 20 Countries - Increase Weighted Confirmed Avg per 1e+04 people
Country_Region Increase_Weighted_Confirmed_Avg_Avg
Georgia 13.17
Dominica 10.44
Cuba 7.92
Kosovo 7.42
Israel 6.86
Montenegro 6.85
Botswana 6.61
Malaysia 6.40
Seychelles 5.70
Eswatini 5.47
Fiji 5.34
Saint Lucia 5.01
Iran 4.49
United Kingdom 4.47
Cyprus 4.27
Kazakhstan 4.19
United States 4.19
Mongolia 4.03
North Macedonia 3.65
France 3.59

Totals

Top 20 Countries - Total Deaths
Country_Region Deaths
United States 628303
Brazil 574209
India 434367
Mexico 252927
Peru 197752
Russia 172257
United Kingdom 131909
Italy 128728
Indonesia 125342
Colombia 124121
France 113472
Argentina 110217
Iran 101354
Germany 91983
Spain 83136
South Africa 79251
Poland 75316
Ukraine 56457
Turkey 54327
Chile 36605
Top 20 Countries - Total Weighted Deaths per 1e+06 people
Country_Region Weighted_Deaths
Peru 5986
Hungary 3088
Bosnia and Herzegovina 2927
Czech Republic 2841
North Macedonia 2733
Brazil 2689
Montenegro 2681
San Marino 2679
Bulgaria 2670
Moldova 2447
Colombia 2431
Argentina 2406
Slovakia 2298
Belgium 2189
Italy 2177
Paraguay 2115
Slovenia 2104
Croatia 2056
Mexico 2007
Poland 1973

Maps

Plots

# CountryList <- bind_rows(top_Increase_Weighted_Deaths_Avg_Avg %>% select(Country_Region),
#                  top_Increase_Deaths_Avg_Avg%>% select(Country_Region),
#                  top_Deaths %>% select(Country_Region)) %>% unique() %>% pull(Country_Region)
CountryList <- unique(c(top_Increase_Weighted_Deaths_Avg_Avg$Country_Region,
                 top_Increase_Deaths_Avg_Avg$Country_Region,
                 top_Deaths$Country_Region,
                 
                 "Portugal"))
  #c("United Kingdom","France","Italy","Germany","Belgium","Spain","Greece","Sweden","Norway","Finland","Czech Republic","Peru", "United States", "Brazil")

Increases

Totals